Open Access Article
By Meng-Yi Bai
*ab,
Ting-Teng Wanga,
Xin-An Chenc and
Chia-Chun Wuc
aGraduate Institute of Biomedical Engineering and Biomedical Engineering Program, Graduate Institute of Applied Science and Technology, National Taiwan University of Science and Technology, TR-917, AAEON Building, No. 43, Keelung Rd., Sec. 4, Da'an Dist., Taipei City 10607, Taiwan, Republic of China. E-mail: mybai@mail.ntust.edu.tw
bAdjunct Appointment to the National Defense Medical Center, Taipei 11490, Taiwan, Republic of China
cInstitute of Prevention Medicine, National Defense Medical Center, Taipei 11490, Taiwan, Republic of China
First published on 30th October 2023
There is a need for non-pharmaceutical intervention methods that can prevent and indicate the risk of airborne disease spread. In this study, we developed a nonwoven mat based on the polyphenol gallic acid, which can inhibit pathogens growth and also indicate pathogen levels in the surrounding environment. Using nuclear magnetic resonance, Fourier-transform infrared spectroscopy, and high-performance liquid chromatography, we characterized this novel gelatin-based nonwoven mat and investigated the mechanism governing its ability to indicate pathogen levels. We demonstrated that the incorporation of gallic acid serves a vital role in indicating the presence of bacteria, causing the nonwoven mat to change in color from white to brown. We have proposed a plausible mechanism for this color change behavior based on a reaction of gallic acid with components excreted by bacteria, including glutamate, valine, and leucine. The concentrations of these components reflect the bacterial counts, enabling a real-time indication of pathogen levels in the surrounding air. In summary, the nonwoven mat presented herein can serve as an excellent antibacterial agent and as an indicator of nearby bacteria for fabricating personal protection equipment like filtration mask.
In a previous study, we found that a sericin-based wound dressing in which ellagic acid was incorporated into a silk fibroin protein (SFP) nonwoven mat membrane could be used as a wound moisture indicator for wound healing management.6 Because ellagic acid is a polyphenol, this sericin-based wound dressing exhibited antioxidant and antimicrobial abilities, which are well-known functions of polyphenols.7,8 In an antimicrobial inhibition zone test, we observed an unexpected result: the inhibition zone surrounding the ellagic-acid-incorporated SFP nonwoven mat, which is typically transparent, took on a dark brown color. This serendipitous finding prompted a question: does the region of dark brown color arise from contact between ellagic acid and bacteria? If so, why does this phenomenon occur? However, to the best of our knowledge, the literature survey contains no discussions on a relevant color change mechanism of ellagic acid due to contact with bacteria in an airborne suspension.
As polyphenols represent a group of compounds with similar chemical structure, we thus did a thorough screen on these polyphenol derivatives. Similar to ellagic acid, gallic acid was found to be a natural polyphenol with numerous therapeutic effects, including antioxidant, antimicrobial, antitumor, and anticancer effects.9,10 Gallic acid is found throughout the plant kingdom and is largely found in free form or as a derivative in various food sources, such as nuts, tea, grapes, and sumac.11,12 Other sources include gallnuts, oak bark, honey, assorted berries, pomegranate, mango, and other fruits, vegetables, and beverages. Researchers have used gallic acid to crosslink collagen or gelatin molecules through phenolic hydroxyl groups in order to improve the structural, mechanical, antifungal, and antimicrobial properties of the resulting films.13–15 Although some studies have reported a color change in gallic acid for use as a food expiration indicator, antibacterial inhibition zone indicator, or ultraviolet (UV) absorber to prevent UV exposure,16,17 there have been no reports on the use of a color change in gallic acid to detect airborne pathogens or studies on a relevant detection mechanism.
Ideally, in this post-pandemic era, a nonwoven mat material for facial masks would be capable of not only passively intercepting pathogens but also indicating pathogen levels around people and actively destroying pathogens. Toward this aim, we fabricated a gallic-acid-incorporated nonwoven mat composed of biocompatible material that can intercept pathogens based on its porous structure, which arises from entangled electrospun fibers within the nonwoven mat.18 Because of the high surface area of the fibers, when the nonwoven mat intercepts a pathogen, the gallic acid incorporated within the mat can come into contact with and adsorb the pathogen. In this process, we expect the gallic acid to exhibit a color change upon contact with the pathogen, such as bacterial or virus.
In this study, we successfully developed nonwoven mats that can intercept pathogens and provide color information to indicate pathogen levels, as tested for the bacteria Streptococcus aureus, Escherichia coli and H1N1 virus. Because of the color change behavior of nonwoven mats against bacteria that was serendipitously observed in this study; therefore, bacterial-associated experiments were used to explore the indicative function and protective effect of nonwoven mats. However, COVID-19 pandemic inspires us that the viruses were another one major pathogen that could result in influenza and epidemics in recent years. In virology, influenza A virus subtype H1N1 (A/H1N1) was a subtype of influenza A virus. Influenza A viruses were further classified as different subtypes according to their surface antigens, hemagglutinin (HA) and neuraminidase (NA). The subtypes that were circulating among humans are predominantly H1N1 currently, but H3N2, and H2N2 was also prevalent in the past.19 Because currently the COVID-19 test is mainly depending on the tedious polymerase chain reaction (PCR) test, in order to preserve the precious medical test resources for those who is really in need, the possibility of common influenza infection should be ruled out firstly in the clinical treatment process, as people got infection of influenza infection show pretty similar symptoms as those of COVID-19 infection. This led us to probe the antiviral and indicative activity of non-woven mats against H1N1 viruses firstly and also avoid sharing the precious COVID-19 research resource at this emergency moment, as COVID-19-associated test needs to be conducted in higher bio-safety laboratory, like BSL4, which pose unique challenges and technical limitations. Of course, COVID-19-relevant indication and prevention research will be the next prominent target of our study. Herein, we confirmed the color change mechanism of the nonwoven mat for indicating pathogen levels by analyzing the constituents of bacterial culture medium via nuclear magnetic resonance (NMR) and high-performance liquid chromatography (HPLC). Our results indicate that the color change of the gallic-acid-incorporated nonwoven mat is strongly associated with excretion of the amino acids glutamate, aspartate, leucine and valine during bacterial metabolism. The concentrations of these amino acids reflect the bacterial count, enabling a real-time indication of the degree of pathogen risk in the surrounding air.
000; 440744-250G), and gallic acid (100 g; powder; 97.50–102.50% (titration); G7384-100G) were purchased from Sigma-Aldrich (St. Louis, MO, USA). Luria-Bertani (LB) agar (250 g; powder; SD7003) and LB broth (250 g; powder; SD7002) were purchased from Bio Basic (Amherst, NY, USA).
First, 120 mg of gelatin and 30 mg of PCL were separately weighed in two glass vials and dissolved in 300 μL and 200 μL of formic acid, respectively. Second, 400 μL of 0.88 M gallic acid/ethanol solution was divided equally into the two glass vials and stirred well. Finally, the aforementioned mixtures were fed by a syringe pump and electrospun to generate GgC nonwoven mats.
As a control, we also fabricated GC nonwoven mats using the same protocol described above, except that gallic acid was not included in the electrospinning mixtures.
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| Scheme 1 Schematic illustration of the way for co-culturing GgC nonwoven mat mounted lid placed on the bacterial-streaked agar plate. | ||
000 ppm GgC/extract medium or 20
000 ppm GgC/extract medium, respectively). All groups were aerobically cultured at 37 °C for 24 h. We then prepared ten-fold serial dilutions for each group using sterile deionized water. We seeded the ten-fold serial dilution solution (150 μL for each concentration) onto LB agar plates, which were aerobically cultured at 37 °C for 20 h. The amounts of bacteria (CFU mL−1) and sterilization percentage were determined from eqn (1) and (2), respectively. In the time-kill curve assay, viability counts were performed at 0, 1, 5 and 24 h of incubation at 37 °C by plating the ten-fold serial dilution solution of four groups (n = 5) onto LB agar plates, which were aerobically cultured at 37 °C for 20 h.
![]() | (1) |
Eqn (1) gives the amounts of bacteria (CFU mL−1) in the target dilution, where C is the number of colonies tallied in the agar medium and N is the dilution ratio in a ten-fold serial dilution.
![]() | (2) |
Eqn (2) gives the sterilization percentage of the target group.
In plaque neutralization assay, the MDCK cells were seeded in 6 well culture plates (6 × 105 cells per well) at 37 °C for 24 h. H1N1 virus solution was mixed with inhibitory medium (Tamiflu or 40000 ppm nonwoven mat medium solutions) for 1 h, and then the MDCK cells were infected with H1N1 virus solution for 1 h. Afterward, the virus-containing culture medium was removed and the infected cells were washed with PBS. The normal medium (0.5 mL per well) and 1.02% Avicel (3 mL per well) were added and cultured with the infected cells at 37 °C and 5% CO2. After 3 days, we removed the inhibitory medium and washed the infected cells with PBS. And then, 1% crystal violet (containing 10% paraformaldehyde) was added to each well (0.5 mL per well) for 30 minutes which could stain the infected cells. The numbers of virus potency (PFU mL−1, plaque forming unit) for each group were tallied and calculated.
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| Fig. 1 SEM images of (a) GC and (c) GgC nonwoven mats. Pore size distribution of (b) GC and (d) GgC nonwoven mats. | ||
For the S. aureus group, we quantified the color of the GgC nonwoven mats by using the CMYK color model, which gives chrominance values for cyan, magenta, yellow, and black, respectively. For a bacterial colony count greater than 1980, the chrominance values of yellow and black in the CMYK color model were greater than 80 and 50, respectively, which caused the GgC nonwoven mats to take on a brown to dark brown color. In contrast, when the bacteria count was falling in 990–1980, the chrominance values of black and yellow in the CMYK color model both decreased to 40–43 and 19–42, resulting in a light brown color. Furthermore, when the bacterial count was below 990, the chrominance values of yellow and black in the CMYK color model were less than 20 and 40, respectively, resulting in a mostly white to grey color for the GgC nonwoven mats. Thus, the color of the GgC nonwoven mats showed a strong relationship associated with the amount of S. aureus, a Gram-positive bacteria, in the surrounding environment.
To further probe this relationship between the bacterial count and the color of the GgC nonwoven mats, we repeated our investigation with E. coli, a Gram-negative bacteria. For the E. coli group, we applied the same CMYK color model to quantitatively determine the color of the GgC nonwoven mats. For bacteria counts exceeding 2000, the chrominance values for yellow and black in the CMYK color model were greater than 80 and 70, respectively, causing the nonwoven mat to take on a dark brown color. However, when the bacteria count was 952–1360, the chrominance values for yellow and black in the CMYK color model decreased to 29–44. When the bacteria count was less than 900, the chrominance values for yellow and black remained at approximately 11–29.
Thus, the color of the GgC nonwoven mats can be used as an indicator to monitor the counts of bacteria in the surrounding air. Overall, the yellow and black color components of the GgC nonwoven mats showed a strong positive relationship with the bacteria count: dark brown (chrominance >80, count >2000), yellow (chrominance 10–44, count >1000–2000), and grey (chrominance <30, count <1000).
Laccase is a multicopper oxidase produced by plants, fungi, insects, and bacteria26 that catalyzes the oxidation of a variety of phenolic compounds resulting from the generation of unstable radicals.27 Laccase has been used in the biosynthesis of melanin pigments, biofuel production, wine clarification, biosensor development, and lignan removal.28,29 However, applications of laccase are hindered by low productivity and high production costs.30 Amino acids are the basic units of protein, containing an amino group and a carboxylic group.31 Although over 500 amino acids exist in nature, the amino acids primarily utilized in research are alpha-amino acids, which are used to form proteins.32 Some necessary amino acids cannot be synthesized by the body and thus must be acquired through diet;33 these essential amino acids include histidine, isoleucine, leucine, lysine, methionine, phenylalanine, threonine, tryptophan, and valine.34
Some of previous studies have analyzed amino acid biosynthesis and metabolic changes via NMR spectroscopy of E. coli extracts.35 Thus, to investigate the plausible mechanism governing the color change observed in the GgC nonwoven mats upon exposure to bacteria, we analyzed the contents of the condensed fluids by NMR (Fig. 4). By comparing our NMR spectra with results in the literature,23–25 we found that most of the prominent peaks in the spectra for the S. aureus and E. coli condensed fluids could be attributed to various amino acids (see Fig. 4(c) and (d)), such as, lysine, alanine, glycine, glutamate, succinate, aspartate, and n-acetyl alanine, except. Therefore, we compared our spectrum with some other amino acids and found that the NMR peaks at 0.99, 1.06, and 2.26 ppm could be attributed to the standard compound valine (Fig. 4(b), shown in blue). The remaining peaks at 0.97, 1.73, and 3.72 ppm could be attributed to the standard compound leucine (Fig. 4(a), shown in red). As shown in Fig. 4(c) and (d), the most prominent peaks for the S. aureus and E. coli condensed fluids occurred at 1.37 ppm, 1.94 ppm, and 8.49 ppm, which could be designated as alanine, glutamate, and nicotinate contribution, based on literature by Palama et al. and coworkers.25 Also, the discrepant peak in the NMR spectrum acquired from the E. coli condensed fluid was identified at 2.79 ppm, which could be interpreted as a aspartate contribution, based on research by Palama et al.25
Based on the above evidence, we can preliminarily attribute the elution bands at 0.89 min, 1.11 min, and 9.08 min in the HPLC results (Fig. 3) to glutamate, aspartate, or the amino acids valine and leucine. We confirmed these preliminary assignments by HPLC analysis and comparison with that of using standard compounds of glutamate, aspartate, valine, and leucine for comparison (see Fig. S1† for comparison). In summary, we determined that the major influential components in the vapor generated during bacterial culture are glutamate, aspartate, and the amino acids valine and leucine. These crucial components react with the GgC nonwoven mats, causing the color to change.
To determine the mechanism of the color change observed in the GgC nonwoven mats, we applied FTIR spectroscopy to characterize the surface chemical structure for both GgC and GC nonwoven mats. The absorption bands of amide A, amide I, and amide II in the GC mat occur at 3297 cm−1 (N–H stretching), 1637 cm−1 (C
O), and 1541 cm−1 (N–H in-plane scissoring), respectively. When gallic acid was crosslinked with gelatin, the amide A and amide II bands showed a red shift from 3297 cm−1 to 3284 cm−1 and from 1541 cm−1 to 1535 cm−1, whereas the amide I band remained unchanged in the GgC mat (Fig. 5). This result reveals that the addition of gallic acid can bind with the N–H bond of the gelatin molecule via hydrogen bonding as gallic acid bears lots of hydroxyl and carboxylic acid functional groups.
When amino acids react with gallic acid, the red shift of the amide A, amide I, and amide II bands indicates the mechanism of how the essential amino acids possibly influence the GgC nonwoven mat. The absorption bands at 3284 cm−1 and 1637 cm−1 shift to lower frequencies when GgC reacts with leucine or valine. The peak at 3284 cm−1 shifted to 3275 cm−1 (leucine) or 3278 cm−1 (valine), potentially indicating that the hydrogen bonding of between gallic acid and gelatin reduced the stretching frequency. It is worth of noting that the amide I band showed a red shift (from 1637 cm−1 to 1621–1622 cm−1) caused by reduction/oxidation. When the vapor from the agar plates entrains amino acids to the attached GgC nonwoven mats, leucine or valine molecules may oxidize the gallic acid to a type of quinone derivative and the amino acid itself was reduced to alkanol amine. This reduction can then reduce the amide I stretching band from approximately 1637 cm−1 to 1621–1622 cm−1.
Various amino acids were present in the S. aureus and E. coli condensed fluids, as demonstrated by HPLC and NMR results. When GgC nonwoven mats adsorbed the vapor from the agar plates, amino acids bonded with the gallic acid to generate the plural red shift from 3284 cm−1 to 3278 cm−1, 3251 cm−1, 3265 cm−1, and 3219 cm−1, as shown in Fig. 5. The proposed mechanism governing the indication ability of our GgC nonwoven mats is illustrated in Scheme 2.
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| Scheme 2 Mechanism by which gallic acid indicates the level of bacteria in the surrounding environment. | ||
The proposed mechanism of this color change can be summarized as follows. The vapor from the agar plates brings amino acids excreted by the bacteria into contact with the GgC nonwoven mats. The amino acids then act as a oxidizing agent to oxidize the gallic acid, potentially at its hydroxyl group sites. When the reduction/oxidation reaction occurs between the amino acids and gallic acid, the amino acids are reduced to alkanol amine, and the gallic acid is oxidized to quinone, as shown in Scheme 2. The production of quinone causes the absorption bands of OH and C
C to shift to 3265 cm−1 and 1621 cm−1, respectively. The conjugated system of quinone shifts the absorption closer to 400 nm,16 resulting in a complementary color (yellow brown). The redox reaction changes both the molecular structure and optical properties of the gallic acid. Moreover, the accumulation of quinone byproduct increases with an increasing level of amino acids as the bacteria count rises. For a bacteria count greater than 2000, the generated quinone byproduct was sufficiently abundant to shift the absorption wavelength to the range of visible light, causing the yellow chrominance value in the CMYK color model to exceed 80.
000 ppm and 20
000 ppm exhibited 81% and 97% sterilization efficiency against S. aureus and E. coli, respectively (Fig. 6(a) and (b)). As shown in Fig. 6(c) and (d), the distinct reductions of the bacteria were observed after 24 h which were exposed to GgC solutions at concentrations of 10
000 ppm and 20
000 ppm. The results of the time-kill curve exhibited significant time-dependent action and the maximum reduction in viable counts was over 7 × 109 CFU mL−1 in 24 h for the GgC solutions of 20
000 ppm. These results demonstrate that the GgC nonwoven mat can serve as a chemical antibacterial agent against S. aureus and E. coli, in addition to its ability to physically intercept pathogens via its nonwoven mat filtration function. Another type of pathogens that is threatening to human is virus, such as covid-19 pandemic in the past three years. Therefore, we are inspired to test the antibacterial activity of the GgC nonwoven mats toward virus. To probe the antivirus activity of the GgC nonwoven mats, we dissolved the mats in the medium and applied plaque assay to detect the infection rate. In plaque therapy assay, the safe concentration (1000 ppm) that was identified through the MTT assay (Fig. S2†) was firstly tested. When the infected cells were incubated with GgC solution (1000 ppm), the gallic acid of GgC solution (1000 ppm) was not enough to inhibit the H1N1 virus infection (Fig. 7(a)), thus virus plaque is still observed in cell plate. In plaque neutralization assay, In Fig. 7(b), H1N1 virus solution was reacted with high concentration of GgC solution (up to 40
000 ppm) before the infection of MDCK cells that could provide enough gallic acid to completely inhibit the H1N1 virus (see Fig. 7(b)) as no virus plaque is observed. These results demonstrate that the antivirus activity of GgC nonwoven mat. Although the GgC nonwoven mat could not provide the therapy effect in safe concentration (1000 ppm), it still could be applied to prevent the virus infection in high concentration conditions when fabricating the biomaterial for protection.
We investigated a plausible mechanism for this color change behavior by analyzing the products excreted during bacterial culture. We identified several amino acid components, with glutamate, aspartate, valine, and leucine as the major components. When the amino acids from the bacteria come into contact with the GgC nonwoven mats, the gallic acid is oxidized to quinone, which shifts the UV-vis absorption wavelength to 400 nm. This change in visible color enables the mats to indicate the counts of bacteria in the surrounding environment. Although GgC nonwoven mats have been proven its plausible mechanism for indicating the colonies of S. aureus and E. coli, COVID-19-relevant experiments will be the next prominent target of our further study. However, the fatal virus-associated experiments must be entrusted to the level 4 laboratory which made the virus-associated results difficult to obtain and conduct to avoid sharing the precious COVID-19 research resource at this emergency moment. Therefore, government and research institution experts suggest us giving priority to probe the antiviral activity of non-woven mats against H1N1 viruses firstly at this post-COVID-19 pandemic era. Although the GgC nonwoven mat could not provide the therapeutic efficacy in the range of safe concentration (1000 ppm), it still could be applied to prevent the virus infection in high concentration conditions when fabricating the biomaterial for protection and prevention of lethal infection, like H1N1 and COVID-19 infection. In summary, the GgC nonwoven mats presented herein could be applied to be an excellent and potential antibacterial material, a real-time indicator, which could be combined with dressing or filtration mask to indicate nearby bacteria colonies based on their color change behavior.
Footnote |
| † Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d3ra05905g |
| This journal is © The Royal Society of Chemistry 2023 |